{"id":"W6930792945","doi":"10.5281/zenodo.15388919","title":"Forcipomyia (Lepidohelea) Kieffer 1818","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Vector-Borne Animal Diseases","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum","funders":"","keywords":"Chatterjee; Subgenus; Bellows; Muscidae","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001521047,0.0006231189,0.0003140772,0.001723596,0.001203317,0.0004945417,0.0004480693,0.0005516247,0.01108218],"category_scores_gemma":[0.0003995584,0.0001572694,0.0001509305,0.0008364664,0.0003936932,0.001105873,0.0005702655,0.0003243128,0.002903249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009584182,"about_ca_system_score_gemma":0.0002934106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006012116,"about_ca_topic_score_gemma":0.01622649,"domain_scores_codex":[0.9998649,0.00001045477,0.00001059372,0.00003400688,0.00004072241,0.00003924263],"domain_scores_gemma":[0.9998953,0.00002053042,0.00003882788,0.000009220945,0.00001970838,0.000016414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004572242,0.0001717262,0.08790053,0.0006552809,0.0000792702,0.005372462,0.002901195,0.0009002864,0.07263625,0.005921451,0.01610014,0.8069043],"study_design_scores_gemma":[0.00006263978,0.0005287294,0.5969993,0.0005120349,0.0001372445,0.01709418,0.002632167,0.0008260625,0.00634948,0.002907362,0.3718953,0.00005562251],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6826296,0.02592389,0.005061843,0.0007221971,0.0007240173,0.0003528402,0.002869712,0.0005565135,0.2811593],"genre_scores_gemma":[0.9604521,0.003931989,0.002882664,0.0003212403,0.000160151,0.00008612244,0.001372278,0.00001684305,0.03077657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01108218,"threshold_uncertainty_score":0.03707355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02804228737533975,"score_gpt":0.2335525313613684,"score_spread":0.2055102439860286,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}